LearnKartS
AWS AI Practitioner Specialization
LearnKartS

AWS AI Practitioner Specialization

Advance Your Career with AWS AI Certification. Master the fundamentals of Artificial Intelligence with AWS and build real-world skills to kickstart your journey in one of today’s most in-demand tech fields using Gen-AI, prompt engineering using AWS AI Managed Services - Amazon SageMaker, Bedrock, and many more.

LearnKartS

Instructor: LearnKartS

Included with Coursera Plus

Get in-depth knowledge of a subject
Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Master Generative AI concepts such as Large Language Models (LLMs), diffusion models, and Amazon Bedrock.

  • Explore AWS AI Managed Services like Amazon Rekognition, Polly, Transcribe, and Textract for real-world AI applications.

  • Understand artificial intelligence and machine learning fundamentals, such as supervised, unsupervised, and reinforcement learning.

Details to know

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Taught in English
Recently updated!

April 2025

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Specialization - 3 course series

What you'll learn

  • Understand core AI concepts, including AI models, components, and real-world applications.

  • Master deep learning, neural networks, Natural Language Processing (NLP), computer vision, and AI inferencing techniques.

  • Explore machine learning techniques, from supervised and unsupervised learning to key algorithms, feature engineering, and reinforcement learning.

Skills you'll gain

Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: AWS EC2
Category: AWS S3
Category: Natural Language Processing
Category: Supervised Learning
Category: Data Processing
Category: AWS SageMaker
Category: Amazon Web Services
Category: AI/ML Inference
Category: Machine Learning
Category: AWS Lambda
Category: Artificial Intelligence
Category: Artificial Neural Networks
Category: Deep Learning
Category: Computer Vision
Category: Feature Engineering
Category: Machine Learning Algorithms
Category: Data Wrangling

What you'll learn

  • Understand the fundamentals of Generative AI, including diffusion models, transformer-based LLMs, and multi-modal models.

  • Learn Retrieval-Augmented Generation (RAG) techniques and fine-tune models with AWS tools for improved AI performance.

  • Explore Amazon Bedrock, learning to implement Generative AI solutions with advanced language models and prompt engineering techniques.

Skills you'll gain

Category: Party Rock
Category: Amazon Textract
Category: Amazon Web Services
Category: Amazon Lex
Category: Generative AI Foundation Models
Category: Large Language Model
Category: Artificial Intelligence
Category: AI Model Tuning
Category: Tensorflow
Category: Retrieval Augmented Generation
Category: MLOps (Machine Learning Operations)
Category: Amazon Translate
Category: ChatGPT
Category: Amazon Rekognition
Category: Amazon Q
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Prompt Engineering
Category: AI Model Optimization
Category: PyTorch (Machine Learning Library)
Category: aws bedrock
Category: Natural Language Processing
Category: Generative AI
Category: AWS SageMaker
Category: Amazon Comprehend
Category: Applied Machine Learning
Category: Amazon Transcribe

What you'll learn

  • Understand the principles of Responsible AI, including ethical considerations, legal risks, and best practices for AI model selection.

  • Explore interpretability and explainability in AI, leveraging AWS tools and MLOps strategies to build transparent and accountable AI systems.

  • Master IAM fundamentals for security, including identity management, access control, data encryption,and compliance standards in AWS AI environments.

Skills you'll gain

Category: AWS PrivateLink
Category: Compliance Management
Category: Amazon Web Services
Category: AWS SageMaker Clarify
Category: Artificial Intelligence
Category: Identity and Access Management
Category: Amazon Glue Data Catalogue
Category: Regulation and Legal Compliance
Category: Responsible AI
Category: MLOps (Machine Learning Operations)
Category: AWS Config
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Augmented AI
Category: Cloud Security
Category: Generative AI
Category: Data Ethics
Category: AWS Shared Responsibility Model
Category: Data Security
Category: Data Lineage
Category: AWS SageMaker
Category: Machine Learning
Category: Business Ethics
Category: Information Privacy
Category: AWS Compliance Tools
Category: Amazon Guardrails
Category: AWS Identity And Access Management (IAM)
Category: Amazon Macie
Category: Data Governance
Category: Ethical Standards And Conduct

Instructor

LearnKartS
LearnKartS
72 Courses66,712 learners

Offered by

LearnKartS

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